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fixes skipped na values from confromloads #218

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fixes skipped na values from confromloads #218

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4 changes: 3 additions & 1 deletion emf/loadflow_tool/scaler.py
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Original file line number Diff line number Diff line change
Expand Up @@ -397,9 +397,11 @@ def scale_balance(network: pp.network.Network,
scalable_loads_diff = (scalable_loads['country'].map(offset_acnp) * scalable_loads.p_participation)
scalable_loads_target = scalable_loads.p0 + scalable_loads_diff
scalable_loads_target.dropna(inplace=True) # removing loads which target value is NaN. It can be because missing target ACNP for this area
conform_loads_na = conform_loads.merge((scalable_loads_target.reset_index())[['id']], left_index=True,
right_on='id').set_index('id')# removing loads which target value is NaN. It can be because missing target ACNP for this area
network.update_loads(id=scalable_loads_target.index,
p0=scalable_loads_target.to_list(),
q0=(scalable_loads_target * conform_loads.power_factor).to_list()) # maintain power factor
q0=(scalable_loads_target * conform_loads_na.power_factor).to_list()) # maintain power factor

# Solving post-scale loadflow
pf_results = pp.loadflow.run_ac(network=network, parameters=lf_settings)
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